A Gradient Guided Architecture Coupled With Filter Fused Representations for Micro-Crack Detection in Photovoltaic Cell Surfaces

A Gradient Guided Architecture Coupled With Filter Fused Representations for Micro-Crack Detection in Photovoltaic Cell Surfaces

This paper presents a shallow architecture based on Convolutional Neural Networks (CNN) for detecting Micro-cracks in Photovoltaic (PV) cells within the manufacturing environment. Based on Electro Luminescence (EL) imaging principles, this research presents a mechanism for determining the number of...

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Bibliographic Details
Main Authors: Muhammad Hussain, Tianhua Chen, Sofya Titrenko, Pan Su, Mufti Mahmud
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Architectural complexities
electroluminescence modelling
filter fused augmentations
filter tuning
micro-crack
photovoltaics
Online Access:https://ieeexplore.ieee.org/document/9783036/

Internet

https://ieeexplore.ieee.org/document/9783036/

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